NBG-OR1-E1 v0.1.0: Relational Memory Under Endpoint Closure — Preregistered Synthetic Test Protocol

NBG-OR1-E1 v0.1.0 preregisters a synthetic dynamical-systems experiment designed to test whether terminal endpoint closure implies predictive closure when a coupling interface stores path-dependent relational state. The study compares a memoryless negative-control coupler against a stateful coupler containing a single preregistered relational-memory variable. Source trajectories are constructed to share the same terminal endpoint while differing in orientation history, excess orientation travel, and reorientation burden. A fixed compact trajectory-history descriptor is then tested for its ability to recover held-out predictive information about the relational state that is absent from terminal endpoint variables alone. The protocol freezes the orientation construction, trajectory metrics, endpoint tolerance, coupler equations, study grid, deterministic train/test split, prediction model, thresholds, and outcome classifications prior to study execution. Possible outcomes include FAIL_ENDPOINT_CLOSURE, FAIL_NEGATIVE_CONTROL, NO_HISTORY_EFFECT, HISTORY_EFFECT_ONLY, and COMPRESSED_HISTORY_RECOVERY. No study result is reported in this preregistration.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-29
DOI
https://doi.org/10.5281/zenodo.23031387
Primary Topic
Nonlinear Dynamics and Pattern Formation
Type
article
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article

NBG-OR1-E1 v0.1.0: Relational Memory Under Endpoint Closure — Preregistered Synthetic Test Protocol

Michael Hughes
Zenodo (CERN European Organization for Nuclear Research)
Nonlinear Dynamics and Pattern Formation
article

NBG-OR1-E1 v0.1.0: Relational Memory Under Endpoint Closure — Preregistered Synthetic Test Protocol

Michael Hughes
article en

Abstract

NBG-OR1-E1 v0.1.0 preregisters a synthetic dynamical-systems experiment designed to test whether terminal endpoint closure implies predictive closure when a coupling interface stores path-dependent relational state. The study compares a memoryless negative-control coupler against a stateful coupler containing a single preregistered relational-memory variable. Source trajectories are constructed to share the same terminal endpoint while differing in orientation history, excess orientation travel, and reorientation burden. A fixed compact trajectory-history descriptor is then tested for its ability to recover held-out predictive information about the relational state that is absent from terminal endpoint variables alone. The protocol freezes the orientation construction, trajectory metrics, endpoint tolerance, coupler equations, study grid, deterministic train/test split, prediction model, thresholds, and outcome classifications prior to study execution. Possible outcomes include FAIL_ENDPOINT_CLOSURE, FAIL_NEGATIVE_CONTROL, NO_HISTORY_EFFECT, HISTORY_EFFECT_ONLY, and COMPRESSED_HISTORY_RECOVERY. No study result is reported in this preregistration.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 9%
Nonlinear Dynamics and Pattern Formation
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NBG-OR1-E1 v0.1.0: Relational Memory Under Endpoint Closure — Preregistered Synthetic Test Protocol — Michael Hughes · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS